I wasn’t sure if it was AI or not. According to the description on GitHub:

Utilizes state-of-the-art algorithms to identify duplicates with precision based on hashing values and FAISS Vector Database using ResNet152.

Isn’t ResNet152 a neural network model? I was careful to say neural network instead of AI or machine learning.

Yeah, the duplicate finder uses a neural network to find duplicates I think. I went through my wedding album that had a lot of burst shots and it was able to detect similar images well.

Not sure if you’re aware, but Immich has a duplicate finder

Dockge for docker compose stacks. Glances for system resource usage because it has a Homepage widget.

I am running my disks as mirrors.

I have a Terramaster 4-bay DAS

I’m running a mini-PC with the N100, 12GB RAM, and 2x18TB mirrored drives on ZFS and it seems to work well.

I migrated using the CLI tool to upload before external libraries came out, and it worked well for me. I think I would have preferred to use external libraries for things like my wedding photos, so there aren’t duplicates on my server, but it’s not a big deal.

I always used fingertip with small hands and never thought it was weird. I just figured out maybe it’s because I played piano growing up? It feels more natural to have a C shape with my hand and space between the mouse and my palm.

I have a Miband 6 and it’s pretty nice. The advantage over bigger smart watches is the battery lasts like 2 weeks more per charge.

Is your NAS in an old tower PC?

I think I had the misconception that USB was slower than SATA, but USB-C is actually just as fast. And anything USB 3.0+ should be faster than 1 gigabit ethernet I guess?

Yeah, the mini PCs look great. How do you have your storage set up?

Denture cleaning tablets work great for me.